This are the requirements for the tourist visa, I think you can but you must have a visa in the Philippines to apply for a tourist visa in Thai embassy in Manila.
You can do 90 day reporting in Chiangmai where you resides. This is what I’m doing with mine, my Non B visa was issued by immigration in Prachuap Khirikhan because I work in Hua Hin but I do my 90 day reporting in Phetchaburi province because my house is in Chaam. Just report your address to Chiangmai immigration.
Thanks all for the advise and clarification. Even though the misconception about visa category causes some setbacks we have still other options available. Cheers and have a good day everyone. Will now disable the comment.